Run
300453

Run 300453

Task 62 (Learning Curve) anneal Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9431 ± 0.0227
Per class
F measure
0.8738 ± 0.0342
Per class
Kappa
0.6881 ± 0.0821
KB relative information score
0.6767 ± 0.0611
Mean absolute error
0.0517 ± 0.0079
Mean prior absolute error
0.1343 ± 0.0012
Number of instances
8980
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8754 ± 0.0341
Per class
Predictive accuracy
0.8774 ± 0.0328
Prior entropy
1.1915 ± 0.0248
Recall
0.8774 ± 0.0328
Per class
Relative absolute error
0.3853 ± 0.0591
Root mean prior squared error
0.2582 ± 0.0023
Root mean squared error
0.1719 ± 0.02
Root relative squared error
0.6656 ± 0.0775
SciMark benchmark
1333.3176
UserCPU time millis
2050
UserCPU time millis training
2050